Analysing accuracy, balancing bias: Can ChatGPT be used to ease the care documentation burden?
GoLTC Data Science Group
May 2023
GOLTC Data Science
GOLTC IntroductionAdelina Comas-Herrera
Data Science Interest Group: Structure and webinars
Steering Group: Sam Rickman (CPEC at LSE), Jiyoun Song (UPenn), Tommy Henderson-Reay (NHS England), Sarthak Saluja (CPEC at LSE)
Racial disparities and harmful hallucinations in automated speech recognitionAllison Koenecke, Cornell Department of Information Science
Adapted large language models can outperform medical experts in clinical text summarization [Dave Van Veen, Stanford Center for Artificial Intelligence]
Areas to cover
Today: policy context of generative AI and its use in practice
Future webinars: evaluating accuracy, bias and ethics
General: resources and papers on GOLTC Data Science website
Generative AI in public services
US Executive Order on AI Oct 2023
Bletchley Park AI Safety Declaration Summit Nov 2023
European Council approves EU AI Act Feb 2024
UK Budget 2024
Public Sector Productivity Plan:
£4.2 billion investment
More efficient services
Tech will free frontline workers from admin
By automating the writing and clinical coding of notes, discharge summaries and GP letters, clinicians will be able to spend more time with patients at more appointments